Six specialist agents run the pipeline from end to end — each owns a phase, does its work autonomously, and hands off only after your team signs off. Click any agent to see exactly what it delivers.
The six agents below work in sequence — the output of each becomes the trusted input for the next
Turns meeting notes, documents, and existing code into clear business requirements and a KPI catalog — every requirement traced back to its source.
Explore agentTurns approved requirements into the blueprint for your pipeline — the data layers, tables, and relationships needed to answer every business question.
Explore agentDocuments exactly how every field maps from source to target — the rules behind each table — and hands your team a clean Excel sheet to review and sign off.
Explore agentTurns the approved mappings into production-ready Snowflake code, generated in parallel and ordered correctly so everything runs the first time.
Explore agentPackages everything into a ready-to-run dbt project, then adds reusable logic, business-ready data marts, and automated quality tests on top.
Explore agentWhen requirements or code change later, it figures out exactly what's affected and updates only that — no costly full rebuild, no surprises.
Explore agentIndependent checker agents audit the work before it moves forward — so nothing reaches your team unverified
Independently checks every source-to-target mapping against the requirements and data models, and returns a clear pass or fail verdict.
See validationScores the generated code against the approved specification with hard evidence behind every result — catching gaps before delivery.
See validationAssess whether the inputs are good enough to start, and confirm every requirement is backed by real evidence — no invented detail.
See validationTell us about your initiative and we'll show you how OneData's agents can shorten delivery timelines without compromising on quality.
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